TFOD 2.0 Custom Object Detection Step By Step Tutorial

Google colab code
Files of Object Detection
All Playlist In My channel

Please donate if you want to support the channel through GPay UPID,

Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Members and many more

Connect with me here:

[vishakarudhra]

This was a rapid and fantastic journey, Krish sir. I would have loved to this by myself but I am surely not ashamed to say I followed your tutorial to build this model. Thanks sir. You are a gem.

[shubhankarvashishth]

Thanks a lot Sir !!! I was waiting for it since ages. Waiting for more. Pls post more, I am on a learning spree.

[frankgkilima]

Thank you for the very good and well prepared tutorial. It's very helpful!

[sherafati]

This is the best Tensor flow object detection api tutorial! Explained so clearly

[pranilpatil]

I had been stuck in training for 2 weeks and now that I found your video, such relief that I am able to train finally.

[smitsavaliya]

i was finding this tutorial last few days and when i see it, just perfectly detailed information and easy to understand without any major reading of full documentation from tensorflow. So basically thank you

[npathak]

Bro Krish Naik u r a legend brother. Ultimate respect

[tznniwm]

Thank you, your video helped me a lot :)

[prernanichani]

Finally !! Thankyou Sir. You made it so easy. Also, a request can you please record for using the same trained model in local system for prediction.

[lukasznowarkiewicz]

If you are trying to reproduce this tutorial in November 2023 with tf 2.14 this may be solution to you as well:
!pip install tensorflow[and-cuda]==2.13.0

[anujsindgi]

Great video. You could also show how to get an mAP value for the trained/exported model.

[sagnikroy]

Thanks, Sir !! Finally . Also, can you make any video regarding how to interpret RCNN from scratch?? Like coding with theory, that will help us surely. :D

[kranthikumar]

really awesome sir, much needed video for students who really wanted to do the real-time project with their own dataset. Sir, also make me a video on OCR models.

[gangaramyadav]

Wow really great sir 👏 thanks alot for this wonderful content..

[thinktwice]

Thank You Sir for an extremely helpful tutorial !
Can You please explain Inference Script created by you.
And also do Inference script remains default ?

[dinugakasun]

This is superb, please do custom yolo object detection video too. Thanks!

[RedShipsofSpainAgain]

10 advertising interruptions on this video when watching on mobile device.
0 ad interruptions when watching on laptop with AdBlock installed.

Guess I won't be watching these videos on my phone anymore.

But excellent content Krish, thank you!

[xyvzujm]

Thank you for video. It is very helpful! I have a question about the model config file. In that file, there are some lines like eval_config, and eval_input_reader. Those eval means validation during the train? or test the model?

[asishissacalex]

Can we do the training in epochs instead of number of training steps? Had to do it, so as to compare with another models.

[letslovestraydogs]

do other have problem with running the code on tensorflow-gpu 2.8 ? for me training gets stucked